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Derek Zhiyuan Cheng — most-cited papers & profile · Recommender Systems
← authors
·
overview
Derek Zhiyuan Cheng
13
papers ·
106
citations ·
13
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Multi-granular Quantized Embeddings for Large-Vocab Categorical Features in Recommender Systems
2020 · 36 citations
Self-supervised Learning for Large-scale Item Recommendations
2020 · 29 citations
Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction
2023 · 24 citations
A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation
2020 · 7 citations
ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation
2025 · 1 citations
Empowering Long-tail Item Recommendation through Cross Decoupling Network (CDN)
2022 · 1 citations
AgenticTagger: Structured Item Representation for Recommendation with LLM Agents
2026
Top co-authors
Ed H. Chi
· 5
Lichan Hong
· 5
Wang-Cheng Kang
· 4
Xinyang Yi
· 4
Tiansheng Yao
· 3
Jianmo Ni
· 2
Noveen Sachdeva
· 2
Yin Zhang
· 2
Zhankui He
· 2
Aditya Menon
· 1
Alice Han
· 1
Beidou Wang
· 1
Topics
cs.IR
cs.LG
stat.ML